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Shohrab Hossain's Projects

bengali-numerals-classification-using-cnn icon bengali-numerals-classification-using-cnn

This research is based on Optical Character Recognition (OCR). In this study, a system will be designed to recognise Bengali numerals. The numerals are handwritten, and the numerical dataset will be collected from a cloud-based repository. Data will be preprocessed first and then randomly split into training and testing data. Here a Convolutional Neural Network (CNN) will be designed. The CNN will be trained using the training dataset of Bengali handwritten numerical. After training, the CNN will be tested using the testing dataset for recognition accuracy.

face-mask-detection icon face-mask-detection

This study confides in Face Mask Detection utilizing Convolutional Neural Network. In this review, a framework will be planned that will recognize facial covering.

facultybook icon facultybook

A basic dynamic website. The stack used for this project is HTML, CSS, and JavaScript for frontend and PHP, mySQL for backend. The website has different authentication system for students and teachers.

hero-escapes-from-dungeon icon hero-escapes-from-dungeon

In Artificial Intelligence Planning, there are different types of planning, and this problem is an example of Classical Planning.

line-follower-robot-with-obstacle-avoidance icon line-follower-robot-with-obstacle-avoidance

A robot with line-following and obstacle avoidance maneuvers, driven by a differential motor system and IR sensors, adeptly navigates predefined courses. Practical applications include warehouse logistics, industrial processes, and restaurant automation.

qiana icon qiana

Qiana is a smart chatbot system powered by Deep Neural Network. The purpose of this chatbot is to engage with users about food. This chatbot's intention is to enlighten the user about food related topics and take orders for food.

sudoku icon sudoku

Sudoku Solver is a computer vision based sudoku puzzle solver that employs image processing to analyze the puzzle image and a Convolutional Neural Network to recognize puzzle digits. The puzzle is then attempted to be solved.

tic-tac-toe-web icon tic-tac-toe-web

This is a Tic-Tac-Toe web game, which is designed with Python. The client-side scripting is also done with Python. For that a Python-to-JavaScript compiler is used, named Brython.

todo-list icon todo-list

This is a JavaScript based project, which is basically a To-Do list app. This app can perform adding and modifying to-dos with animation and flash messages for better user experience. All of the functionality of this app is written using JavaScript and jQuery.

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